Visualizing High-Resolution Grids
Important:
The data used in this notebook is not hosted within the cookbook repository.
import uxarray as ux
grid_path = r"C:\Users\chmie\Downloads\x1.41943042.grid.nc"
data_path = r"C:\Users\chmie\Downloads\diag.2016-08-02_08.15.00.nc"
uxds = ux.open_dataset(grid_path, data_path)
uxds
<xarray.UxDataset> Size: 16GB
Dimensions: (time: 1, StrLen: 64, n_face: 41943042, n_node: 83886080)
Coordinates:
* time (time) datetime64[ns] 8B 2016-08-02T08:15:00
Dimensions without coordinates: StrLen, n_face, n_node
Data variables: (12/94)
xtime_old (time, StrLen) |S1 64B ...
lh (time, n_face) float32 168MB ...
hfx (time, n_face) float32 168MB ...
meanT_500_300 (time, n_face) float32 168MB ...
taux (time, n_face) float32 168MB ...
tauy (time, n_face) float32 168MB ...
... ...
aclwdnt (time, n_face) float32 168MB ...
aclwnett (time, n_face) float32 168MB ...
rainc (time, n_face) float32 168MB ...
rainnc (time, n_face) float32 168MB ...
xtime (time, StrLen) |S1 64B ...
zgrid (n_face) float32 168MB ...<xarray.UxDataset> Size: 16GB
Dimensions: (time: 1, StrLen: 64, n_face: 41943042, n_node: 83886080)
Coordinates:
* time (time) datetime64[ns] 8B 2016-08-02T08:15:00
Dimensions without coordinates: StrLen, n_face, n_node
Data variables: (12/94)
xtime_old (time, StrLen) |S1 64B ...
lh (time, n_face) float32 168MB ...
hfx (time, n_face) float32 168MB ...
meanT_500_300 (time, n_face) float32 168MB ...
taux (time, n_face) float32 168MB ...
tauy (time, n_face) float32 168MB ...
... ...
aclwdnt (time, n_face) float32 168MB ...
aclwnett (time, n_face) float32 168MB ...
rainc (time, n_face) float32 168MB ...
rainnc (time, n_face) float32 168MB ...
xtime (time, StrLen) |S1 64B ...
zgrid (n_face) float32 168MB ...uxarray.UxDataset
- time: 1
- StrLen: 64
- n_face: 41943042
- n_node: 83886080
- time(time)datetime64[ns]2016-08-02T08:15:00
- long_name :
- valid time
array(['2016-08-02T08:15:00.000000000'], dtype='datetime64[ns]')
- xtime_old(time, StrLen)|S1...
- units :
- YYYY-MM-DD_hh:mm:ss
- long_name :
- Model valid time
[64 values with dtype=|S1]
- lh(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- latent heat flux at the surface
[41943042 values with dtype=float32]
- hfx(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- upward heat flux at the surface
[41943042 values with dtype=float32]
- meanT_500_300(time, n_face)float32...
- units :
- K
- long_name :
- Mean temperature in the 300 hPa - 500 hPa layer
[41943042 values with dtype=float32]
- taux(time, n_face)float32...
- units :
- N m^{-2}
- long_name :
- surface zonal momentum flux
[41943042 values with dtype=float32]
- tauy(time, n_face)float32...
- units :
- N m^{-2}
- long_name :
- surface meridional momentum flux
[41943042 values with dtype=float32]
- olrtoa(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- top-of-atmosphere outgoing longwave radiation flux
[41943042 values with dtype=float32]
- cldcvr(time, n_face)float32...
- units :
- unitless
- long_name :
- cloud cover (max of cldfrac along the vertical)
[41943042 values with dtype=float32]
- vert_int_qv(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- Vertically integrated water vapor mixing ratio
[41943042 values with dtype=float32]
- vert_int_qc(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- Vertically integrated cloud water mixing ratio
[41943042 values with dtype=float32]
- vert_int_qr(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- Vertically integrated rain mixing ratio
[41943042 values with dtype=float32]
- vert_int_qs(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- Vertically integrated snow mixing ratio
[41943042 values with dtype=float32]
- vert_int_qi(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- Vertically integrated ice mixing ratio
[41943042 values with dtype=float32]
- vert_int_qg(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- Vertically integrated graupel mixing ratio
[41943042 values with dtype=float32]
- refl10cm_1km(time, n_face)float32...
- units :
- dBZ
- long_name :
- diagnosed 10 cm radar reflectivity at 1 km AGL
[41943042 values with dtype=float32]
- precipw(time, n_face)float32...
- units :
- kg m^{-2}
- long_name :
- precipitable water
[41943042 values with dtype=float32]
- u10(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- 10-meter zonal wind
[41943042 values with dtype=float32]
- v10(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- 10-meter meridional wind
[41943042 values with dtype=float32]
- q2(time, n_face)float32...
- units :
- kg kg^{-1}
- long_name :
- 2-meter specific humidity
[41943042 values with dtype=float32]
- t2m(time, n_face)float32...
- units :
- K
- long_name :
- 2-meter temperature
[41943042 values with dtype=float32]
- th2m(time, n_face)float32...
- units :
- K
- long_name :
- 2-meter potential temperature
[41943042 values with dtype=float32]
- mslp(time, n_face)float32...
- units :
- Pa
- long_name :
- Mean sea-level pressure
[41943042 values with dtype=float32]
- relhum_200hPa(time, n_face)float32...
- units :
- percent
- long_name :
- Relative humidity vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- relhum_250hPa(time, n_face)float32...
- units :
- percent
- long_name :
- Relative humidity vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- relhum_500hPa(time, n_face)float32...
- units :
- percent
- long_name :
- Relative humidity vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- relhum_700hPa(time, n_face)float32...
- units :
- percent
- long_name :
- Relative humidity vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- relhum_850hPa(time, n_face)float32...
- units :
- percent
- long_name :
- Relative humidity vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- relhum_925hPa(time, n_face)float32...
- units :
- percent
- long_name :
- Relative humidity vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- dewpoint_200hPa(time, n_face)float32...
- units :
- K
- long_name :
- Dewpoint temperature vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- dewpoint_250hPa(time, n_face)float32...
- units :
- K
- long_name :
- Dewpoint temperature vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- dewpoint_500hPa(time, n_face)float32...
- units :
- K
- long_name :
- Dewpoint temperature vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- dewpoint_700hPa(time, n_face)float32...
- units :
- K
- long_name :
- Dewpoint temperature vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- dewpoint_850hPa(time, n_face)float32...
- units :
- K
- long_name :
- Dewpoint temperature vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- dewpoint_925hPa(time, n_face)float32...
- units :
- K
- long_name :
- Dewpoint temperature vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- temperature_200hPa(time, n_face)float32...
- units :
- K
- long_name :
- Temperature vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- temperature_250hPa(time, n_face)float32...
- units :
- K
- long_name :
- Temperature vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- temperature_500hPa(time, n_face)float32...
- units :
- K
- long_name :
- Temperature vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- temperature_700hPa(time, n_face)float32...
- units :
- K
- long_name :
- Temperature vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- temperature_850hPa(time, n_face)float32...
- units :
- K
- long_name :
- Temperature vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- temperature_925hPa(time, n_face)float32...
- units :
- K
- long_name :
- Temperature vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- height_200hPa(time, n_face)float32...
- units :
- m
- long_name :
- Geometric height interpolated to 200 hPa
[41943042 values with dtype=float32]
- height_250hPa(time, n_face)float32...
- units :
- m
- long_name :
- Geometric height interpolated to 250 hPa
[41943042 values with dtype=float32]
- height_500hPa(time, n_face)float32...
- units :
- m
- long_name :
- Geometric height interpolated to 500 hPa
[41943042 values with dtype=float32]
- height_700hPa(time, n_face)float32...
- units :
- m
- long_name :
- Geometric height interpolated to 700 hPa
[41943042 values with dtype=float32]
- height_850hPa(time, n_face)float32...
- units :
- m
- long_name :
- Geometric height interpolated to 850 hPa
[41943042 values with dtype=float32]
- height_925hPa(time, n_face)float32...
- units :
- m
- long_name :
- Geometric height interpolated to 925 hPa
[41943042 values with dtype=float32]
- uzonal_200hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed zonal wind at cell centers, vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- uzonal_250hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed zonal wind at cell centers, vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- uzonal_500hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed zonal wind at cell centers, vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- uzonal_700hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed zonal wind at cell centers, vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- uzonal_850hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed zonal wind at cell centers, vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- uzonal_925hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed zonal wind at cell centers, vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- umeridional_200hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed meridional wind at cell centers, vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- umeridional_250hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed meridional wind at cell centers, vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- umeridional_500hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed meridional wind at cell centers, vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- umeridional_700hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed meridional wind at cell centers, vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- umeridional_850hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed meridional wind at cell centers, vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- umeridional_925hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Reconstructed meridional wind at cell centers, vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- w_200hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Vertical velocity vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- w_250hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Vertical velocity vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- w_500hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Vertical velocity vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- w_700hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Vertical velocity vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- w_850hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Vertical velocity vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- w_925hPa(time, n_face)float32...
- units :
- m s^{-1}
- long_name :
- Vertical velocity vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- omega_200hPa(time, n_face)float32...
- units :
- Pa s^{-1}
- long_name :
- Pressure velocity vertically interpolated to 200 hPa
[41943042 values with dtype=float32]
- omega_250hPa(time, n_face)float32...
- units :
- Pa s^{-1}
- long_name :
- Pressure velocity vertically interpolated to 250 hPa
[41943042 values with dtype=float32]
- omega_500hPa(time, n_face)float32...
- units :
- Pa s^{-1}
- long_name :
- Pressure velocity vertically interpolated to 500 hPa
[41943042 values with dtype=float32]
- omega_700hPa(time, n_face)float32...
- units :
- Pa s^{-1}
- long_name :
- Pressure velocity vertically interpolated to 700 hPa
[41943042 values with dtype=float32]
- omega_850hPa(time, n_face)float32...
- units :
- Pa s^{-1}
- long_name :
- Pressure velocity vertically interpolated to 850 hPa
[41943042 values with dtype=float32]
- omega_925hPa(time, n_face)float32...
- units :
- Pa s^{-1}
- long_name :
- Pressure velocity vertically interpolated to 925 hPa
[41943042 values with dtype=float32]
- vorticity_200hPa(time, n_node)float32...
- units :
- s^{-1}
- long_name :
- Relative vorticity vertically interpolated to 200 hPa
[83886080 values with dtype=float32]
- vorticity_250hPa(time, n_node)float32...
- units :
- s^{-1}
- long_name :
- Relative vorticity vertically interpolated to 250 hPa
[83886080 values with dtype=float32]
- vorticity_500hPa(time, n_node)float32...
- units :
- s^{-1}
- long_name :
- Relative vorticity vertically interpolated to 500 hPa
[83886080 values with dtype=float32]
- vorticity_700hPa(time, n_node)float32...
- units :
- s^{-1}
- long_name :
- Relative vorticity vertically interpolated to 700 hPa
[83886080 values with dtype=float32]
- vorticity_850hPa(time, n_node)float32...
- units :
- s^{-1}
- long_name :
- Relative vorticity vertically interpolated to 850 hPa
[83886080 values with dtype=float32]
- vorticity_925hPa(time, n_node)float32...
- units :
- s^{-1}
- long_name :
- Relative vorticity vertically interpolated to 925 hPa
[83886080 values with dtype=float32]
- cape(time, n_face)float32...
- units :
- J kg^{-1}
- long_name :
- Convective available potential energy
[41943042 values with dtype=float32]
- cin(time, n_face)float32...
- units :
- J kg^{-1}
- long_name :
- Convective inhibition
[41943042 values with dtype=float32]
- acswupb(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky upward surface shortwave radiation flux
[41943042 values with dtype=float32]
- acswdnb(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky downward surface shortwave radiation flux
[41943042 values with dtype=float32]
- acswnetb(time, n_face)float32...
- units :
- J m^{-2}
- long_name :
- accumulated all-sky net surface shortwave radiation
[41943042 values with dtype=float32]
- acswupt(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky upward top-of-atmosphere shortwave radiation flux
[41943042 values with dtype=float32]
- acswdnt(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky downward top-of-atmosphere shortwave radiation flux
[41943042 values with dtype=float32]
- acswnett(time, n_face)float32...
- units :
- J m^{-2}
- long_name :
- accumulated all-sky net top-of-atmosphere shortwave radiation
[41943042 values with dtype=float32]
- aclwupb(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky upward surface longwave radiation flux
[41943042 values with dtype=float32]
- aclwdnb(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky downward surface longwave radiation flux
[41943042 values with dtype=float32]
- aclwnetb(time, n_face)float32...
- units :
- J m^{-2}
- long_name :
- accumulated all-sky net surface longwave radiation
[41943042 values with dtype=float32]
- aclwupt(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated all-sky upward surface longwave radiation flux
[41943042 values with dtype=float32]
- aclwdnt(time, n_face)float32...
- units :
- W m^{-2}
- long_name :
- accumulated clear-sky downward surface longwave radiation flux
[41943042 values with dtype=float32]
- aclwnett(time, n_face)float32...
- units :
- J m^{-2}
- long_name :
- accumulated all-sky net top-of-atmosphere longwave radiation
[41943042 values with dtype=float32]
- rainc(time, n_face)float32...
- units :
- mm
- long_name :
- accumulated convective precipitation
[41943042 values with dtype=float32]
- rainnc(time, n_face)float32...
- units :
- mm
- long_name :
- accumulated total grid-scale precipitation
[41943042 values with dtype=float32]
- xtime(time, StrLen)|S1...
- units :
- YYYY-MM-DD_hh:mm:ss
- long_name :
- Model valid time
- cell_methods :
- string1: mean
[64 values with dtype=|S1]
- zgrid(n_face)float32...
- cell_methods :
- nVertLevelsP1: mean
[41943042 values with dtype=float32]
- timePandasIndex
PandasIndex(DatetimeIndex(['2016-08-02 08:15:00'], dtype='datetime64[ns]', name='time', freq=None))
Show Grid Information
<uxarray.Grid> Original Grid Type: MPAS Grid Dimensions: * n_node: 83886080 * n_face: 41943042 * n_max_face_nodes: 6 * n_max_node_faces: 3 * n_nodes_per_face: (41943042,) Grid Coordinates (Spherical): * node_lon: (83886080,) * node_lat: (83886080,) * face_lon: (41943042,) * face_lat: (41943042,) Grid Coordinates (Cartesian): Grid Connectivity Variables: * face_node_connectivity: (41943042, 6) * node_face_connectivity: (83886080, 3) Grid Descriptor Variables: * n_nodes_per_face: (41943042,)
uxarray.UxDataset.uxgrid
- n_node: 83886080
- n_face: 41943042
- n_max_face_nodes: 6
- n_max_node_faces: 3
- node_lon(n_node)float3289.98 89.94 89.97 ... -20.93 -20.93
- standard_name :
- longitude
- long name :
- Longitude of the corner nodes of each face
- units :
- degrees_east
array([ 89.98285 , 89.93793 , 89.97223 , ..., -20.905151, -20.925049, -20.934937], dtype=float32) - node_lat(n_node)float32-58.29 -58.3 ... -0.03437 -0.05156
- standard_name :
- latitude
- long name :
- Latitude of the corner nodes of each face
- units :
- degrees_north
array([-5.8294930e+01, -5.8302582e+01, -5.8302593e+01, ..., -3.4371961e-02, -3.4371965e-02, -5.1557932e-02], dtype=float32) - face_lon(n_face)float3289.96 90.0 90.0 ... -20.89 -20.92
- standard_name :
- longitude
- long name :
- Longitude of the center of each face
- units :
- degrees_east
array([ 89.95508 , 90. , 90. , ..., -20.9151 , -20.885376, -20.9151 ], dtype=float32) - face_lat(n_face)float32-58.29 -58.28 ... -0.01719
- standard_name :
- latitude
- long name :
- Latitude of the center of each face
- units :
- degrees_north
array([-5.8290184e+01, -5.8282520e+01, -5.8307335e+01, ..., 1.7185990e-02, 6.1927565e-09, -1.7185977e-02], dtype=float32)
- face_node_connectivity(n_face, n_max_face_nodes)int642 0 64 ... 83886078 83886077
- cf_role :
- face_node_connectivity
- long name :
- Maps every face to its corner nodes.
- start_index :
- 0
- _FillValue :
- -9223372036854775808
array([[ 2, 0, 64, 66, 65, 1], [ 64, 0, 16, 32, 48, -9223372036854775808], [ 0, 2, 3, 17, 18, 16], ..., [ 83886069, 83886065, 83886066, 83886067, 83886071, 83886070], [ 83886074, 83886068, 83886069, 83886070, 83886076, 83886075], [ 83886076, 83886070, 83886071, 83886072, 83886078, 83886077]]) - node_face_connectivity(n_node, n_max_node_faces)int640 2 1 ... 38010857 38010802
- cf_role :
- node_face_connectivity
- long name :
- Faces that neighbor each node
- start_index :
- 0
- _FillValue :
- -9223372036854775808
array([[ 0, 2, 1], [ 3, 4, 0], [ 0, 4, 2], ..., [38010800, 41943041, 38010801], [41943041, 38010857, 38010801], [38010801, 38010857, 38010802]])
- model_name :
- mpas
- core_name :
- init_atmosphere
- source :
- MPAS
- Conventions :
- MPAS
- git_version :
- v6.0-dirty
- on_a_sphere :
- YES
- sphere_radius :
- 6371229.0
- is_periodic :
- NO
- x_period :
- 0.0
- y_period :
- 0.0
- history :
- Tue Aug 17 21:09:05 2021: ncks -v nEdgesOnCell /glade/campaign/mmm/wmr/fjudt/projects/dyamond_1/3.75km/x1.41943042.init.nc x1.41943042.grid.nc mpirun -n 2304 ./init_atmosphere_model
- parent_id :
- rwws7w16u3
- mesh_spec :
- 0.0
- config_init_case :
- 7
- config_calendar_type :
- gregorian
- config_start_time :
- 2016-08-01_00:00:00
- config_stop_time :
- 2016-09-10_00:00:00
- config_theta_adv_order :
- 3
- config_coef_3rd_order :
- 0.25
- config_num_halos :
- 2
- config_nvertlevels :
- 75
- config_nsoillevels :
- 4
- config_nfglevels :
- 38
- config_nfgsoillevels :
- 4
- config_months :
- 12
- config_geog_data_path :
- /glade/p_old/work/wrfhelp/WPS_GEOG/
- config_met_prefix :
- FILE
- config_sfc_prefix :
- SST
- config_fg_interval :
- 86400
- config_landuse_data :
- USGS
- config_topo_data :
- GMTED2010
- config_use_spechumd :
- NO
- config_ztop :
- 40000.0
- config_nsmterrain :
- 1
- config_smooth_surfaces :
- YES
- config_dzmin :
- 0.3
- config_nsm :
- 30
- config_tc_vertical_grid :
- YES
- config_extrap_airtemp :
- linear
- config_static_interp :
- NO
- config_native_gwd_static :
- NO
- config_gwd_cell_scaling :
- 1.0
- config_vertical_grid :
- YES
- config_met_interp :
- YES
- config_input_sst :
- NO
- config_frac_seaice :
- YES
- config_pio_num_iotasks :
- 0
- config_pio_stride :
- 1
- config_block_decomp_file_prefix :
- x1.41943042.grid.graph.info.part.
- config_number_of_blocks :
- 0
- config_explicit_proc_decomp :
- NO
- config_proc_decomp_file_prefix :
- graph.info.part.
- file_id :
- 2oa2snclm9
- NCO :
- netCDF Operators version 4.9.5 (Homepage = http://nco.sf.net, Code = http://github.com/nco/nco)
- history_of_appended_files :
- Tue Aug 17 21:09:05 2021: Appended file /glade/campaign/mmm/wmr/fjudt/projects/dyamond_1/3.75km/x1.41943042.init.nc had following "history" attribute: mpirun -n 2304 ./init_atmosphere_model
Polygons
%%time
uxds["relhum_200hPa"][0].plot.polygons(rasterize=True)
CPU times: total: 23 s
Wall time: 2min 12s
%%time
uxds["relhum_200hPa"][0].plot.polygons(rasterize=True)
CPU times: total: 5.67 s
Wall time: 15.7 s
Points
%%time
uxds["relhum_200hPa"][0].plot.points(rasterize=True)
CPU times: total: 344 ms
Wall time: 1.34 s
%%time
res = uxds["relhum_200hPa"][0].plot.points(rasterize=True)
CPU times: total: 188 ms
Wall time: 737 ms